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Compute maximum likelihood estimators of parameters in a Gaussian factor model using the the matrix-free methodology described in Dai et al. (2020) <doi:10.1080/10618600.2019.1704296>. In contrast to the factanal() function from 'stats' package, fad() can handle high-dimensional datasets where number of variables exceed the sample size and is also substantially faster than the EM algorithms.
Package details |
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Author | Somak Dutta [aut, cre], Fan Dai [aut], Ranjan Maitra [ctb] |
Maintainer | Somak Dutta <somakd@iastate.edu> |
License | GPL-3 |
Version | 0.9-1 |
URL | https://github.com/somakd/fad |
Package repository | View on CRAN |
Installation |
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